MLflow Demo

MLflow demo for the MLOps Community Meetup at Luxembourg.

Requirements

• Python
• Poetry
• PyInvoke
• Docker
• Docker Compose

Installation

# install the project environment
inv install
# start the MLflow server from Docker
inv serve

Remember to activate the Virtual Environment before accessing the project:

# on Linux and Mac
./.venv/bin/activate

Reproduction

MLflow Tracking

poetry run python src/mldemo/tracking.py

MLflow Registry

poetry run python src/mldemo/registry.py